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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

da-detect

Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather (WACV 2023)

efficientderain

we propose EfficientDerain for high-efficiency single-image deraining

erd

Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation

leetcode_rust

mic

[CVPR23] Official Implementation of MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

mitrix2023spring

stable-diffusion-webui

Stable Diffusion web UI